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AI-ready questions test whether you can reason about LLMs and AI systems as engineering material — limits, costs, evaluation, failure modes — not just hype.

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AI-ready · Governance Risk

Support transcripts containing names, account numbers, and sometimes payment details now feed an AI summarization and QA tool. Walk me through the governance decisions you'd need signed off before that goes live.

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First decision is data minimization at the point of ingestion, not after — I want payment details and full account numbers redacted or tokenized before the transcript ever reaches

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